Connect-MCP

KATA Research Automation

io.github.dharan1007/kata · v3.0.0

Deterministic research automation with live OpenAlex search and reusable workflow programs.

MCPremoteno credentialsResearch & education

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 8 tools, protocol 2025-11-25 · checked 2026-10-17

Test & rating

A 90/100

What it does: 8 tools · 5 read, 3 write

Test call kata_plan_triage: worked (1,427 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: 0
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://kata-webmcp.vercel.app/api/mcp

Tools

8 tools listed at last check
  • kata_search_research Search live scholarly works through OpenAlex. Returns normalized real research records; never mock data.
  • kata_plan_triage Create a deterministic triage plan from live OpenAlex results or supplied works without mutating a workspace.
  • kata_diagnose_web_interop Classify observed WebMCP, MCP, browser and API constraints and return a conservative compliant integration path without weakening security controls.
  • kata_apply_command Apply one allowlisted semantic workspace command and return the next workspace snapshot.
  • kata_compile_workflow Compile two compatible semantic demonstrations into a deterministic JSON-Schema-constrained program.
  • kata_execute_program Execute a compiled deterministic program transactionally against a supplied workspace snapshot.
  • kata_preview_automation Preview an automation and return matching works plus an integrity fingerprint. Makes no changes.
  • kata_run_automation Run a deterministic automation only when its preview fingerprint still matches current inputs. Nested tools are depth-bounded.

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